Data Engineering Courses and Certifications

Coursera

Orchestrate, Analyze, and Evaluate ML Pipelines

Master the design, evaluation, and operation of ML data pipelines in production, covering ETL/ELT, feature stores, orchestration, schema changes, and SLA metrics.

• Coursera
• 2 hours 23 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Hadoop & Big Data Foundations Mastery Course

Master Hadoop ecosystem with HDFS, MapReduce, Hive, Pig, and NoSQL databases through hands-on projects using Cloudera, Oozie, and Mahout for enterprise Big Data solutions.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

EDUCBA Career Certificate

Talend Data Integration & ETL Workflow Mastery

Master Talend Data Integration through hands-on ETL projects, from setup to advanced workflow automation, building scalable data pipelines for enterprise solutions.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Edureka

Lakehouse Architecture and Delta Lake with Databricks

Master production-ready Lakehouse architectures with Delta Lake and Databricks, building Medallion pipelines, managing ACID transactions, and optimizing performance for enterprise data platforms.

• Coursera
• 12 hours 9 minutes
• Self-Paced
• Paid Course

Edureka

Data Streaming and NLP with PySpark

Master real-time data processing and natural language analysis using PySpark's distributed computing capabilities for streaming applications and NLP tasks with hands-on implementation experience.

• Coursera
• 17 hours 41 minutes
• Self-Paced
• Paid Course

Packt

Microsoft Fabric: Fundamentals and Power BI Workflow

Master Microsoft Fabric fundamentals and streamline Power BI workflows through hands-on experience with Delta tables, Dataflow Gen 2, and automated reporting capabilities.

• Coursera
• 11 hours 11 minutes
• Self-Paced
• Paid Course

EDUCBA

Master Real-Time Streaming with Kafka & Spark

Unlock real-time data streaming expertise by building production-style pipelines with Apache Kafka and Spark to analyze trending songs and master streaming architecture.

• Coursera
• 5 hours 18 minutes
• Self-Paced
• Paid Course

EDUCBA

Hadoop: Analyze, Configure & Manage Big Data

Master Big Data challenges through Hadoop architecture, HDFS configuration, MapReduce programming, and advanced cluster management with hands-on Java integration and enterprise operations.

• Coursera
• 16 hours 27 minutes
• Self-Paced
• Paid Course

Coursera

Engineer, Validate, and Govern ML Data

Master ML data pipeline engineering with ETL workflows, data quality validation, and governance using Airflow and Spark for production-ready systems.

• Coursera
• 2 hours 29 minutes
• Self-Paced
• Paid Course

Coursera

SQL Data Quality, Security, and Governance

Explore SQL-based frameworks for data quality, security, and governance—build monitoring dashboards, conduct security audits, and develop cost-benefit models to ensure reliable, compliant data systems.

• Coursera
• 14 hours 44 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Hadoop Big Data Analytics & Projects Mastery

Master Hadoop ecosystem through hands-on projects in social media, telecom, healthcare & e-commerce using Hive, Pig & MapReduce for scalable big data analytics solutions.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Coursera

Optimize Spark Performance & Throughput

Master Apache Spark optimization techniques to eliminate bottlenecks, reduce shuffle overhead, and boost performance in large-scale data pipelines through practical tuning strategies.

• Coursera
• 4 hours 11 minutes
• Self-Paced
• Paid Course

Coursera

Automate, Analyze, and Validate Data Quality

Master automated data quality validation by embedding checks into pipelines, diagnosing failures at root cause, and building reusable SQL frameworks that scale across enterprise data ecosystems.

• Coursera
• 2 hours 56 minutes
• Self-Paced
• Paid Course

EDUCBA

Hadoop Projects: Analyze Big Data with Hive & Pig

Master real-world Big Data analysis through hands-on Hadoop projects using HDFS, Hive, Pig, and MapReduce to extract business insights from customer, health, traffic, and loan datasets.

• Coursera
• 10 hours 51 minutes
• Self-Paced
• Paid Course

Hadoop and Spark Fundamentals: Unit 2

Master Hadoop MapReduce programming, Apache Pig, Hive QL, and Spark/PySpark through hands-on exercises including word counts, log analysis, and Wikipedia text processing for big data workflows.

• Coursera
• 6 hours 1 minute
• Self-Paced
• Paid Course